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SotA/Time Series/Video Prediction/KTH

Video Prediction on KTH

Metric: Train (higher is better)

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Results

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#Model↕Train▼Extra DataPaperDate↕Code
1Grid-keypoints10NoAccurate Grid Keypoint Learning for Efficient Vi...2021-07-28Code
2SAVP-VAE (from Grid-keypoints)10NoStochastic Adversarial Video Prediction2018-04-04Code
3SVG-LP (from Grid-keypoints)10NoStochastic Video Generation with a Learned Prior2018-02-21Code
4SAVP (from Grid-keypoints)10NoStochastic Adversarial Video Prediction2018-04-04Code
5SV2P time-invariant (from Grid-keypoints)10NoStochastic Variational Video Prediction2017-10-30Code
6SRVP10NoStochastic Latent Residual Video Prediction2020-02-21Code
7SLAMP10NoSLAMP: Stochastic Latent Appearance and Motion P...2021-08-05Code
8SV2P time-invariant (from Grid-keypoints)10NoStochastic Variational Video Prediction2017-10-30Code
9SAVP (from SRVP)10NoStochastic Adversarial Video Prediction2018-04-04Code
10SVG-LP (from SRVP)10NoStochastic Video Generation with a Learned Prior2018-02-21Code
11Struct-VRNN (from Grid-keypoints)10NoUnsupervised Learning of Object Structure and Dy...2019-06-19Code
12SV2P (from SRVP)10NoStochastic Variational Video Prediction2017-10-30Code